Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 1.245851 1.531838 1.905098 2.445725 3.242169 4.435288 6.505666
2025-06-01 0.873372 1.176150 1.634019 2.436533 3.972061 7.298332 17.767801
2025-06-08 0.673991 0.955291 1.419091 2.338098 4.466423 10.859750 54.525081
2025-06-15 0.580306 0.858666 1.353363 2.451847 5.550971 19.643209 768.639624
2025-06-22 0.504728 0.769248 1.264860 2.462960 6.440224 34.287577 NaN
2025-06-29 0.442010 0.687476 1.164701 2.392051 7.025237 57.041947 NaN
2025-07-06 0.395688 0.626284 1.089297 2.348572 7.732306 108.223754 NaN
2025-07-13 0.375724 0.610335 1.104943 2.573854 10.360489 768.108573 NaN
2025-07-20 0.352997 0.584732 1.091860 2.707891 13.096297 NaN NaN
2025-07-27 0.326996 0.548432 1.044809 2.702526 14.969833 NaN NaN
2025-08-03 0.300665 0.507982 0.979409 2.599352 15.733174 NaN NaN
2025-08-10 0.284551 0.486841 0.958362 2.662406 19.096976 NaN NaN
2025-08-17 0.272474 0.473252 0.955486 2.811674 25.646303 NaN NaN
2025-08-24 0.256805 0.450057 0.922665 2.814274 30.365161 NaN NaN
2025-08-31 0.239419 0.421255 0.869528 2.695691 31.557818 NaN NaN
2025-09-07 0.231003 0.411534 0.868008 2.836492 44.462289 NaN NaN
2025-09-14 0.220150 0.395112 0.844280 2.850342 54.919785 NaN NaN
2025-09-21 0.208030 0.374666 0.805560 2.762786 59.323445 NaN NaN
2025-09-28 0.197792 0.357726 0.774905 2.709217 66.984146 NaN NaN
2025-10-05 0.195119 0.358132 0.796646 2.987836 137.875131 NaN NaN
2025-10-12 0.190171 0.352624 0.799154 3.154803 271.006385 NaN NaN
2025-10-19 0.182702 0.340377 0.778147 3.148103 395.745169 NaN NaN
2025-10-26 0.173939 0.324348 0.742768 3.019531 412.891674 NaN NaN